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The problem of state estimations for electric distribution system isconsidered. A collaborative filtering approach is proposed in this paper tointegrate the slow time-scale smart meter measurements in the distributionsystem state estimation, in which the deep Gaussian process is incorporated toinfer the fast time-scale pseudo measurements and avoid anomalies. Numericaltests have demonstrated the higher estimation accuracy of the proposed method.

Smart Meters Integration in Distribution System State Estimation with Collaborative Filtering and Deep Gaussian Process